The first year of graduate students is basically over. Although all kinds of dissatisfaction, all kinds of dissatisfaction, all kinds of complaints, and all kinds of embarrassment. I really don't know what I have done all day. It's just like a day. Today, the biggest contradiction is to deal with the contradiction between "writing a paper" and "looking for a job. First, you cannot graduate without writing a thesis. Therefore, it is necessary to publish a thesis. Secondly, if you use all the time to write a thesis, you may be able to post several high-quality papers, but you don't have time to practice them. In this way, you won't be able to find a good job. Finally, what is your goal?
1. Thesis Problems
When you are a graduate student, reading some English papers and cultivating the ability to read foreign documents will benefit for a lifetime. If you want to continue to work in the IT industry and do not want to do simple and repetitive operations all the time. My major research direction is "Data Mining", which is further divided into "recommendation algorithms" and "recommendation Algorithms Based on tags and social networks ".
Read books:
- Recommender systems Handbook
- Recommender systems for social tagging Systems
- Recommendation System
- Recommendation System Practice
- Network Science: Principles and Applications
- Social computing: Community discovery and social media Mining
2. Work problems
After the paper is published, go out for an internship. After so many years of struggle, we always have to take the first step.
3. Target issues
What exactly do you want to do? The answer is "Big Data algorithms", including "data models", "Data Security", and "Data Visualization. Big Data still has high requirements on a person's comprehensive ability. Although I don't know what to do in the future, I can lay a solid foundation for the future. Let's start with mathematics and algorithms.
(1) Mathematics
- Mathematical Analysis
- Linear Algebra
- Probability Theory
- Statistics
- Random Process
- Discrete Mathematics
- Combined mathematics
- Detailed mathematics
(2) algorithms
- Algorithm design and analysis basics
- Introduction to Algorithms
- The art of computer programming
Note:
Let's take a look at "Getting started to algorithm competitions", "getting started to algorithm competitions", and "algorithm arts and informatics competitions". At the same time, let's get bored at http://poj.org.
4. Other problems
(1) algorithm test.
(2) 2014-05-16--2014-05-18 Jia added a IEEE-IPC, made a report.
Note: when you are free, write the meeting summary.
(3) brought four undergraduates to do graduation design and modify the thesis.
I have been busy recently, and I am also very confused. I have a thousand words to say, but I can only write so much when I mention it. I will try again later. In any case, be confident. Identify the target and be patient. Step by step, go to the desired place.
Study Summary and planning for the second half